forecast-operational-metrics - Forecast operational metrics for capacity planning
Forecast infrastructure and application metrics with Prophet or statsmodels, visualize forecasts in Grafana, and identify resource exhaustion alerts.
Tags
Updated: 2026-10-01Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Load historical metrics
- Prepare time-series data
- Train Prophet models
- Train SARIMAX models
- Generate forecasts
- Analyze capacity thresholds
- Export Grafana-compatible CSV
- Create Grafana annotations
- Schedule forecast generation
Inputs
- Historical time-series metrics
- Metric type
- Forecast horizon
- Known future events
- Seasonality information
- External regressors
- Prometheus endpoint
- Grafana endpoint
- Grafana API key
Outputs
- Forecast data
- Capacity planning report
- Resource exhaustion dates
- Grafana forecast annotations
- Forecast CSV files
Requirements
- Python environment
- Prophet or statsmodels support
- Prometheus access
- Grafana API permissions
- Required forecasting libraries